Teaching

at TUM

• Summer 2022
  • Seminar on machine learning for proteins
  • Introduction to machine learning
  • Deep learning for inverse problems
• Winter 2021/2022
  • Seminar on the foundations of modern machine learning practice
  • Machine learning and optimization
• Summer 2021
  • Deep learning for inverse problems
  • Introduction to machine learning
• Winter 2020/21
  • Machine learning and optimization
  • Seminar on the foundations and robustness of deep learning
• Summer 2020
  • Introduction to machine learning
  • Seminar on the foundations of deep learning in imaging science

• Winter 2019/20: Machine learning and optimization

• Summer 2019: Introduction to machine learning

at Rice University

• Spring 2019 ELEC 577: Optimization for data science
• Fall 2018 ELEC 478/578: Introduction to machine learning
• Spring 2018 ELEC 631: Deep networks for inference and estimation (jointly taught with Rich Baraniuk)
• Fall 2017 ELEC 577: Optimization for data science